All knowledge is created in a single place and moved–typically fairly often–from one storehouse to a different. ETL (extract, remodel and cargo) and knowledge integration have all the time been among the many thorniest issues in all of IT to unravel effectively. This software program aids in copying or shifting knowledge from one database or repository to a different and making certain that the information is formatted accurately for the duty at hand. ETL permits placing knowledge to work and maximizing its worth.
Generally, the ETL course of has labored properly, and it has been improved over time. Today, ETL, together with its brother Extract, Load, Transform (ELT), is used inside more and more advanced knowledge frameworks, together with edge computing, the web of issues, related provide chains, cloud environments and others. As enterprises transfer to extra superior enterprise intelligence and knowledge analytics—together with programs that depend on machine studying and synthetic intelligence (AI), ETL performance is essential.
Deploying the correct ETL or knowledge integration instrument is essential to the success of an IT system. It can pace knowledge processing, present new methods to hyperlink and use knowledge, and trim prices and time associated to handbook knowledge administration processes.
Here are among the high ETL/knowledge integration distributors by way of market share, together with a take a look at their product and the way it suits into the general ETL market. eWEEK used a number of trade sources to assemble this checklist. These embody: eWEEK reporting, Technology Advice, G2 Crowd, IT Central Station, Gartner Peer Insights, TrustRadius and Crunchbase.
Amazon Web Services (AWS)
Seattle, Wash.
Value Proposition for Buyers: AWS, which owns a whopping one-third of the worldwide internet companies enterprise, stays the undisputed heavyweight of cloud computing service suppliers. Thus it’s not a shock that it additionally presents a slate of merchandise that join legacy programs already utilizing ETL to the cloud. These companies embody: AWS Import/Export Snowball, which presents petabyte-scale knowledge transport; AWS Glue, a devoted managed ETL service; AWS Database Migration Service, which is designed to maneuver total databases; and AWS Data Pipeline, which transports knowledge throughout AWS computing environments together with on-premises programs.
Key values/differentiators:
- AWS companies supply quite a few capabilities, strong knowledge administration consoles and options that line-of-business workers can use to construct analytics capabilities from varied AWS platforms and engines. These embody Redshift, S3 (Simple Storage Service) and digital personal cloud (Amazon VPC) in addition to from legacy mainframes and different programs. The latter embody instruments from Alteryx, Informatica and Matillion. AWS additionally presents ELT, which pushes transformation into the database.
- AWS presents a broad menu of instruments designed to deal with knowledge administration challenges involving the cloud. These vary from simple ETL to extra software program that aids in shifting large quantities of knowledge in an environment friendly and cost-effective approach. AWS locations a heavy give attention to knowledge integrity and knowledge safety.
Informatica
Redwood City, Calif.
Value Proposition for Buyers: Informatica has lengthy established itself as a frontrunner within the knowledge integration enterprise, constantly rating among the many high distributors for knowledge administration and ETL. Its platform helps nearly all types of knowledge migration and transformation, together with with AWS, Azure and different main platforms and instruments. It delivers a excessive stage of automation and knowledge validation throughout improvement, testing and manufacturing environments. The vendor has earned a Gartner Customers’ Choice award for a couple of years in succession.
Key values/differentiators:
- Informatica helps multi-cloud, on-premises and hybrid knowledge integration in actual time and…
